Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 0.159635 0.175087 0.191938 0.211779 0.234628 0.260273 0.291451
2025-05-18 0.132721 0.153579 0.178158 0.209672 0.249624 0.299462 0.367795
2025-05-25 0.112812 0.135190 0.162957 0.200729 0.252069 0.321498 0.426445
2025-06-01 0.100578 0.123820 0.153843 0.196675 0.258370 0.347846 0.495683
2025-06-08 0.092373 0.116305 0.148291 0.195841 0.267968 0.379557 0.580528
2025-06-15 0.086583 0.111197 0.145107 0.197445 0.280765 0.417977 0.687630
2025-06-22 0.078835 0.102586 0.135978 0.188849 0.275895 0.425791 0.740156
2025-06-29 0.072842 0.095920 0.128971 0.182545 0.273572 0.437181 0.803167
2025-07-06 0.068148 0.090739 0.123658 0.178226 0.273806 0.453023 0.881265
2025-07-13 0.066320 0.089578 0.124242 0.183419 0.291401 0.506030 1.069934
2025-07-20 0.064948 0.088960 0.125547 0.189878 0.312266 0.570940 1.326052
2025-07-27 0.063429 0.087983 0.126156 0.195125 0.331603 0.637807 1.633934
2025-08-03 0.061594 0.086462 0.125875 0.198982 0.349375 0.707946 2.019151
2025-08-10 0.058950 0.083512 0.123017 0.197815 0.356503 0.754117 2.362856
2025-08-17 0.055329 0.078788 0.116840 0.189737 0.347184 0.753473 2.503422
2025-08-24 0.052751 0.075616 0.113106 0.186028 0.347257 0.779907 2.811720
2025-08-31 0.050864 0.073466 0.110987 0.185266 0.354068 0.828834 3.315824
2025-09-07 0.049475 0.072054 0.110049 0.186751 0.366533 0.900372 4.099086
2025-09-14 0.046772 0.068316 0.104744 0.178797 0.354311 0.885952 4.240642
2025-09-21 0.044555 0.065307 0.100601 0.172957 0.346794 0.886468 4.523899
2025-09-28 0.042744 0.062911 0.097445 0.168952 0.343547 0.901878 4.988879
2025-10-05 0.042273 0.062772 0.098394 0.173768 0.364474 1.016551 6.849548
2025-10-12 0.041963 0.062887 0.099812 0.179751 0.389910 1.164288 10.071077